Ensemble and single-particle level fluorescent fine-tuning of carbon dots via positional changes of amines toward "supervised" oral microbiome sensing.

Fatemeh Ostadhossein,Parikshit Moitra,Maha Alafeef,Dinabandhu Sar, Shannon D'Souza,Lily F Benig,Michael Nelappana,Xuedong Huang,Julio Soares,Kai Zhang,Dipanjan Pan

Journal of biomedical optics（2023）

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摘要

We have indicated that the PL properties of CDs can be regulated by the precursors' isomeric position of nitrogen. We emancipated this difference in a rapid method relying on ML algorithms to segregate the dental bacterial species as biosensors.

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关键词

carbon dots, fluorescence, positional isomers, single-particle imaging, dental biofilm, machine learning, bacterial sensing

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